Loading…
GNSS Radio Frequency Interference Monitoring from LEO Satellites: An In-Laboratory Prototype
The disruptive effect of radio frequency interference (RFI) on global navigation satellite system (GNSS) signals is well known, and in the last four decades, many have been investigated as countermeasures. Recently, low-Earth orbit (LEO) satellites have been looked at as a good opportunity for GNSS...
Saved in:
Published in: | Sensors (Basel, Switzerland) Switzerland), 2024-01, Vol.24 (2), p.508 |
---|---|
Main Authors: | , , , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
cited_by | cdi_FETCH-LOGICAL-c509t-c078a1e7ea634bdd62e0a70984ce89b41a5c819b7b46d9912be7d2d8614090bf3 |
---|---|
cites | cdi_FETCH-LOGICAL-c509t-c078a1e7ea634bdd62e0a70984ce89b41a5c819b7b46d9912be7d2d8614090bf3 |
container_end_page | |
container_issue | 2 |
container_start_page | 508 |
container_title | Sensors (Basel, Switzerland) |
container_volume | 24 |
creator | Troglia Gamba, Micaela Polidori, Brendan David Minetto, Alex Dovis, Fabio Banfi, Emilio Dominici, Fabrizio |
description | The disruptive effect of radio frequency interference (RFI) on global navigation satellite system (GNSS) signals is well known, and in the last four decades, many have been investigated as countermeasures. Recently, low-Earth orbit (LEO) satellites have been looked at as a good opportunity for GNSS RFI monitoring, and the last five years have seen the proliferation of many commercial and academic initiatives. In this context, this paper proposes a new spaceborne system to detect, classify, and localize terrestrial GNSS RFI signals, particularly jamming and spoofing, for civil use. This paper presents the implementation of the RFI detection software module to be hosted on a nanosatellite. The whole development work is described, including the selection of both the target platform and the algorithms, the implementation, the detection performance evaluation, and the computational load analysis. Two are the implemented RFI detectors: the chi-square goodness-of-fit (GoF) algorithm for non-GNSS-like interference, e.g., chirp jamming, and the snapshot acquisition for GNSS-like interference, e.g., spoofing. Preliminary testing results in the presence of jamming and spoofing signals reveal promising detection capability in terms of sensitivity and highlight room to optimize the computational load, particularly for the snapshot-acquisition-based RFI detector. |
doi_str_mv | 10.3390/s24020508 |
format | article |
fullrecord | <record><control><sourceid>gale_doaj_</sourceid><recordid>TN_cdi_doaj_primary_oai_doaj_org_article_c7c23b6e089c42ce9ce0e82e55d3f5af</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A780927013</galeid><doaj_id>oai_doaj_org_article_c7c23b6e089c42ce9ce0e82e55d3f5af</doaj_id><sourcerecordid>A780927013</sourcerecordid><originalsourceid>FETCH-LOGICAL-c509t-c078a1e7ea634bdd62e0a70984ce89b41a5c819b7b46d9912be7d2d8614090bf3</originalsourceid><addsrcrecordid>eNpdkk1vEzEQhlcIREvhwB9AK3GBw5bxx65tLiiq2hIpUETghmR5vbPB0a4dvA5S_n2dpkQt8sH2-JnXM6-mKF4TOGdMwYeJcqBQg3xSnBJOeSUphacPzifFi2laA1DGmHxenDBJa9EAOS1-XX9dLsvvpnOhvIr4Z4ve7sq5Txh7jPmC5ZfgXQrR-VXZxzCWi8ubcmkSDoNLOH0sZz7z1cK0IZrM7cpvMaSQdht8WTzrzTDhq_v9rPh5dfnj4nO1uLmeX8wWla1BpcqCkIagQNMw3nZdQxGMACW5RalaTkxtJVGtaHnTKUVoi6KjnWwIBwVtz86K-UG3C2atN9GNJu50ME7fBUJcaROTswNqKyxlbYMgleXUorIIKCnWdcf62uy1Ph20Ntt2xM6iT9EMj0Qfv3j3W6_CX00g1ygZzwrv7hViyH5OSY9ustku4zFsJ00VEbKRXImMvv0PXYdt9NmrPSWFEqKpM3V-oFYmd-B8H_LHNq8OR2eDx97l-ExIUFQAYTnh_SHBxjBNEftj-QT0fmL0cWIy--Zhv0fy34iwW-K1upA</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2918797765</pqid></control><display><type>article</type><title>GNSS Radio Frequency Interference Monitoring from LEO Satellites: An In-Laboratory Prototype</title><source>PubMed (Medline)</source><source>Publicly Available Content Database</source><creator>Troglia Gamba, Micaela ; Polidori, Brendan David ; Minetto, Alex ; Dovis, Fabio ; Banfi, Emilio ; Dominici, Fabrizio</creator><creatorcontrib>Troglia Gamba, Micaela ; Polidori, Brendan David ; Minetto, Alex ; Dovis, Fabio ; Banfi, Emilio ; Dominici, Fabrizio</creatorcontrib><description>The disruptive effect of radio frequency interference (RFI) on global navigation satellite system (GNSS) signals is well known, and in the last four decades, many have been investigated as countermeasures. Recently, low-Earth orbit (LEO) satellites have been looked at as a good opportunity for GNSS RFI monitoring, and the last five years have seen the proliferation of many commercial and academic initiatives. In this context, this paper proposes a new spaceborne system to detect, classify, and localize terrestrial GNSS RFI signals, particularly jamming and spoofing, for civil use. This paper presents the implementation of the RFI detection software module to be hosted on a nanosatellite. The whole development work is described, including the selection of both the target platform and the algorithms, the implementation, the detection performance evaluation, and the computational load analysis. Two are the implemented RFI detectors: the chi-square goodness-of-fit (GoF) algorithm for non-GNSS-like interference, e.g., chirp jamming, and the snapshot acquisition for GNSS-like interference, e.g., spoofing. Preliminary testing results in the presence of jamming and spoofing signals reveal promising detection capability in terms of sensitivity and highlight room to optimize the computational load, particularly for the snapshot-acquisition-based RFI detector.</description><identifier>ISSN: 1424-8220</identifier><identifier>EISSN: 1424-8220</identifier><identifier>DOI: 10.3390/s24020508</identifier><identifier>PMID: 38257601</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>advanced RISC machine (ARM) processors ; Algorithms ; Antennas ; Artificial satellites ; Classification ; embedded platform ; GNSS radio frequency interference ; Ground stations ; jamming ; Localization ; Low earth orbit satellites ; Monitoring systems ; Performance evaluation ; Radio frequency ; Receivers & amplifiers ; Software ; spoofing</subject><ispartof>Sensors (Basel, Switzerland), 2024-01, Vol.24 (2), p.508</ispartof><rights>COPYRIGHT 2024 MDPI AG</rights><rights>2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2024 by the authors. 2024</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c509t-c078a1e7ea634bdd62e0a70984ce89b41a5c819b7b46d9912be7d2d8614090bf3</citedby><cites>FETCH-LOGICAL-c509t-c078a1e7ea634bdd62e0a70984ce89b41a5c819b7b46d9912be7d2d8614090bf3</cites><orcidid>0000-0001-7177-6752 ; 0000-0001-6078-9099 ; 0000-0002-0586-7151</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2918797765/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2918797765?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,25731,27901,27902,36989,36990,44566,53766,53768,74869</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38257601$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Troglia Gamba, Micaela</creatorcontrib><creatorcontrib>Polidori, Brendan David</creatorcontrib><creatorcontrib>Minetto, Alex</creatorcontrib><creatorcontrib>Dovis, Fabio</creatorcontrib><creatorcontrib>Banfi, Emilio</creatorcontrib><creatorcontrib>Dominici, Fabrizio</creatorcontrib><title>GNSS Radio Frequency Interference Monitoring from LEO Satellites: An In-Laboratory Prototype</title><title>Sensors (Basel, Switzerland)</title><addtitle>Sensors (Basel)</addtitle><description>The disruptive effect of radio frequency interference (RFI) on global navigation satellite system (GNSS) signals is well known, and in the last four decades, many have been investigated as countermeasures. Recently, low-Earth orbit (LEO) satellites have been looked at as a good opportunity for GNSS RFI monitoring, and the last five years have seen the proliferation of many commercial and academic initiatives. In this context, this paper proposes a new spaceborne system to detect, classify, and localize terrestrial GNSS RFI signals, particularly jamming and spoofing, for civil use. This paper presents the implementation of the RFI detection software module to be hosted on a nanosatellite. The whole development work is described, including the selection of both the target platform and the algorithms, the implementation, the detection performance evaluation, and the computational load analysis. Two are the implemented RFI detectors: the chi-square goodness-of-fit (GoF) algorithm for non-GNSS-like interference, e.g., chirp jamming, and the snapshot acquisition for GNSS-like interference, e.g., spoofing. Preliminary testing results in the presence of jamming and spoofing signals reveal promising detection capability in terms of sensitivity and highlight room to optimize the computational load, particularly for the snapshot-acquisition-based RFI detector.</description><subject>advanced RISC machine (ARM) processors</subject><subject>Algorithms</subject><subject>Antennas</subject><subject>Artificial satellites</subject><subject>Classification</subject><subject>embedded platform</subject><subject>GNSS radio frequency interference</subject><subject>Ground stations</subject><subject>jamming</subject><subject>Localization</subject><subject>Low earth orbit satellites</subject><subject>Monitoring systems</subject><subject>Performance evaluation</subject><subject>Radio frequency</subject><subject>Receivers & amplifiers</subject><subject>Software</subject><subject>spoofing</subject><issn>1424-8220</issn><issn>1424-8220</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNpdkk1vEzEQhlcIREvhwB9AK3GBw5bxx65tLiiq2hIpUETghmR5vbPB0a4dvA5S_n2dpkQt8sH2-JnXM6-mKF4TOGdMwYeJcqBQg3xSnBJOeSUphacPzifFi2laA1DGmHxenDBJa9EAOS1-XX9dLsvvpnOhvIr4Z4ve7sq5Txh7jPmC5ZfgXQrR-VXZxzCWi8ubcmkSDoNLOH0sZz7z1cK0IZrM7cpvMaSQdht8WTzrzTDhq_v9rPh5dfnj4nO1uLmeX8wWla1BpcqCkIagQNMw3nZdQxGMACW5RalaTkxtJVGtaHnTKUVoi6KjnWwIBwVtz86K-UG3C2atN9GNJu50ME7fBUJcaROTswNqKyxlbYMgleXUorIIKCnWdcf62uy1Ph20Ntt2xM6iT9EMj0Qfv3j3W6_CX00g1ygZzwrv7hViyH5OSY9ustku4zFsJ00VEbKRXImMvv0PXYdt9NmrPSWFEqKpM3V-oFYmd-B8H_LHNq8OR2eDx97l-ExIUFQAYTnh_SHBxjBNEftj-QT0fmL0cWIy--Zhv0fy34iwW-K1upA</recordid><startdate>20240101</startdate><enddate>20240101</enddate><creator>Troglia Gamba, Micaela</creator><creator>Polidori, Brendan David</creator><creator>Minetto, Alex</creator><creator>Dovis, Fabio</creator><creator>Banfi, Emilio</creator><creator>Dominici, Fabrizio</creator><general>MDPI AG</general><general>MDPI</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0001-7177-6752</orcidid><orcidid>https://orcid.org/0000-0001-6078-9099</orcidid><orcidid>https://orcid.org/0000-0002-0586-7151</orcidid></search><sort><creationdate>20240101</creationdate><title>GNSS Radio Frequency Interference Monitoring from LEO Satellites: An In-Laboratory Prototype</title><author>Troglia Gamba, Micaela ; Polidori, Brendan David ; Minetto, Alex ; Dovis, Fabio ; Banfi, Emilio ; Dominici, Fabrizio</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c509t-c078a1e7ea634bdd62e0a70984ce89b41a5c819b7b46d9912be7d2d8614090bf3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>advanced RISC machine (ARM) processors</topic><topic>Algorithms</topic><topic>Antennas</topic><topic>Artificial satellites</topic><topic>Classification</topic><topic>embedded platform</topic><topic>GNSS radio frequency interference</topic><topic>Ground stations</topic><topic>jamming</topic><topic>Localization</topic><topic>Low earth orbit satellites</topic><topic>Monitoring systems</topic><topic>Performance evaluation</topic><topic>Radio frequency</topic><topic>Receivers & amplifiers</topic><topic>Software</topic><topic>spoofing</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Troglia Gamba, Micaela</creatorcontrib><creatorcontrib>Polidori, Brendan David</creatorcontrib><creatorcontrib>Minetto, Alex</creatorcontrib><creatorcontrib>Dovis, Fabio</creatorcontrib><creatorcontrib>Banfi, Emilio</creatorcontrib><creatorcontrib>Dominici, Fabrizio</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Sensors (Basel, Switzerland)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Troglia Gamba, Micaela</au><au>Polidori, Brendan David</au><au>Minetto, Alex</au><au>Dovis, Fabio</au><au>Banfi, Emilio</au><au>Dominici, Fabrizio</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>GNSS Radio Frequency Interference Monitoring from LEO Satellites: An In-Laboratory Prototype</atitle><jtitle>Sensors (Basel, Switzerland)</jtitle><addtitle>Sensors (Basel)</addtitle><date>2024-01-01</date><risdate>2024</risdate><volume>24</volume><issue>2</issue><spage>508</spage><pages>508-</pages><issn>1424-8220</issn><eissn>1424-8220</eissn><abstract>The disruptive effect of radio frequency interference (RFI) on global navigation satellite system (GNSS) signals is well known, and in the last four decades, many have been investigated as countermeasures. Recently, low-Earth orbit (LEO) satellites have been looked at as a good opportunity for GNSS RFI monitoring, and the last five years have seen the proliferation of many commercial and academic initiatives. In this context, this paper proposes a new spaceborne system to detect, classify, and localize terrestrial GNSS RFI signals, particularly jamming and spoofing, for civil use. This paper presents the implementation of the RFI detection software module to be hosted on a nanosatellite. The whole development work is described, including the selection of both the target platform and the algorithms, the implementation, the detection performance evaluation, and the computational load analysis. Two are the implemented RFI detectors: the chi-square goodness-of-fit (GoF) algorithm for non-GNSS-like interference, e.g., chirp jamming, and the snapshot acquisition for GNSS-like interference, e.g., spoofing. Preliminary testing results in the presence of jamming and spoofing signals reveal promising detection capability in terms of sensitivity and highlight room to optimize the computational load, particularly for the snapshot-acquisition-based RFI detector.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>38257601</pmid><doi>10.3390/s24020508</doi><orcidid>https://orcid.org/0000-0001-7177-6752</orcidid><orcidid>https://orcid.org/0000-0001-6078-9099</orcidid><orcidid>https://orcid.org/0000-0002-0586-7151</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1424-8220 |
ispartof | Sensors (Basel, Switzerland), 2024-01, Vol.24 (2), p.508 |
issn | 1424-8220 1424-8220 |
language | eng |
recordid | cdi_doaj_primary_oai_doaj_org_article_c7c23b6e089c42ce9ce0e82e55d3f5af |
source | PubMed (Medline); Publicly Available Content Database |
subjects | advanced RISC machine (ARM) processors Algorithms Antennas Artificial satellites Classification embedded platform GNSS radio frequency interference Ground stations jamming Localization Low earth orbit satellites Monitoring systems Performance evaluation Radio frequency Receivers & amplifiers Software spoofing |
title | GNSS Radio Frequency Interference Monitoring from LEO Satellites: An In-Laboratory Prototype |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-03T02%3A54%3A41IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_doaj_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=GNSS%20Radio%20Frequency%20Interference%20Monitoring%20from%20LEO%20Satellites:%20An%20In-Laboratory%20Prototype&rft.jtitle=Sensors%20(Basel,%20Switzerland)&rft.au=Troglia%20Gamba,%20Micaela&rft.date=2024-01-01&rft.volume=24&rft.issue=2&rft.spage=508&rft.pages=508-&rft.issn=1424-8220&rft.eissn=1424-8220&rft_id=info:doi/10.3390/s24020508&rft_dat=%3Cgale_doaj_%3EA780927013%3C/gale_doaj_%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c509t-c078a1e7ea634bdd62e0a70984ce89b41a5c819b7b46d9912be7d2d8614090bf3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2918797765&rft_id=info:pmid/38257601&rft_galeid=A780927013&rfr_iscdi=true |